METHOD OF PROCESSING POINT CLOUD DATA BASED ON NEURAL NETWORK

Patent №

US 11,270,519

Granted

2022-03-08

Filed 2019

Owner

SHENZHEN UNIVERSITY

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16487319

The disclosure relates processing point cloud data based on a neural network. The method includes: acquiring first point set data and second point set data respectively representing a point data set of an outer surface of a target object in different shapes; processing the first point set data using structure parameters of the neural network to obtain a multi-scale feature of each point in the first point set data; acquiring target point set data according to the first displacement vector, the first point set data and the second point set data. The method of processing the point cloud data provided in the present application can implement shape conversion of the point cloud.

Machine learningVisionAI hardwareG06T 7/33G06T 19/20G06N 3/02G06N 3/045G06N 3/047G06N 3/0499G06N 3/08G06N 3/09+6 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.04
Natural language0.01
Speech0.00
Planning0.00
Knowledge representation0.00

Ownership

SHENZHEN UNIVERSITY

assignment · 501060463

Assignors

HUANG, HUI, YIN, KANGXUE, ZHANG, HAO, COHEN-OR, DANIEL

On an employer assignment, the assignors are typically the inventors.

From the same owner

© 2026 NYSGPT2525 LLC